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ResearchFormerly WizWand

Polymer property prediction on O2Perm

0.941R^2GREA
0.102760.320380.5380.75562Jun 6, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GREAEncoder=GCN [12]2022.060.941524
GREAEncoder=GIN [37]2022.060.93569
OOD-GNNEncoder=GCN [12]2022.060.921576
OOD-GNNEncoder=GIN [37]2022.060.917620
DIR+RepAugEncoder=GCN [12]2022.060.915626
IRMEncoder=GIN [37]2022.060.89709
IRMEncoder=GCN [12]2022.060.871770
U-NetsPoolEncoder=GIN [37]2022.060.868753
U-NetsPoolEncoder=GCN [12]2022.060.833865
DIR+RepAugEncoder=GIN [37]2022.060.7431,054
StableGNNEncoder=GCN [12]2022.060.6761,219
SelfAttnPoolEncoder=GCN [12]2022.060.6561,251
SelfAttnPoolEncoder=GIN [37]2022.060.6011,265
StableGNNEncoder=GIN [37]2022.060.5011,487
DIREncoder=GIN [37]2022.060.5011,446
GREA-RepAugEncoder=GCN [12]2022.060.4591,556
GREA-RepAugEncoder=GIN [37]2022.060.41,623
DIREncoder=GCN [12]2022.060.1352,028